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Ioannis Exarchos
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2020 – today
- 2022
- [c12]Ioannis Exarchos, Karen Wang, Brian H. Do, Fabio Stroppa, Margaret M. Coad, Allison M. Okamura, C. Karen Liu:
Task-Specific Design Optimization and Fabrication for Inflated-Beam Soft Robots with Growable Discrete Joints. ICRA 2022: 7145-7151 - 2021
- [c11]Ioannis Exarchos, Marcus Aloysius Pereira, Ziyi Wang, Evangelos A. Theodorou:
NOVAS: Non-convex Optimization via Adaptive Stochastic Search for End-to-end Learning and Control. ICLR 2021 - [c10]Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou:
Large-Scale Multi-Agent Deep FBSDEs. ICML 2021: 1740-1748 - [c9]Ioannis Exarchos, Yifeng Jiang, Wenhao Yu, C. Karen Liu:
Policy Transfer via Kinematic Domain Randomization and Adaptation. ICRA 2021: 45-51 - [c8]Keenon Werling, Dalton Omens, Jeongseok Lee, Ioannis Exarchos, C. Karen Liu:
Fast and Feature-Complete Differentiable Physics Engine for Articulated Rigid Bodies with Contact Constraints. Robotics: Science and Systems 2021 - [c7]Yifeng Jiang, Michelle Guo, Jiangshan Li, Ioannis Exarchos, Jiajun Wu, C. Karen Liu:
DASH: Modularized Human Manipulation Simulation with Vision and Language for Embodied AI. SCA 2021: 1:1-1:12 - [i11]Ioannis Exarchos, Brian H. Do, Fabio Stroppa, Margaret M. Coad, Allison M. Okamura, C. Karen Liu:
Task-Specific Design Optimization and Fabrication for Inflated-Beam Soft Robots with Growable Discrete Joints. CoRR abs/2103.04942 (2021) - [i10]Keenon Werling, Dalton Omens, Jeongseok Lee, Ioannis Exarchos, C. Karen Liu:
Fast and Feature-Complete Differentiable Physics for Articulated Rigid Bodies with Contact. CoRR abs/2103.16021 (2021) - [i9]Yifeng Jiang, Michelle Guo, Jiangshan Li, Ioannis Exarchos, Jiajun Wu, C. Karen Liu:
DASH: Modularized Human Manipulation Simulation with Vision and Language for Embodied AI. CoRR abs/2108.12536 (2021) - [i8]Marcus A. Pereira, Camilo A. Duarte, Ioannis Exarchos, Evangelos A. Theodorou:
Deep L1 Stochastic Optimal Control Policies for Planetary Soft-landing. CoRR abs/2109.00183 (2021) - 2020
- [c6]Marcus Pereira, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou:
Safe Optimal Control Using Stochastic Barrier Functions and Deep Forward-Backward SDEs. CoRL 2020: 1783-1801 - [i7]Ioannis Exarchos, Marcus A. Pereira, Ziyi Wang, Evangelos A. Theodorou:
Non-convex Optimization via Adaptive Stochastic Search for End-to-End Learning and Control. CoRR abs/2006.11992 (2020) - [i6]Marcus Aloysius Pereira, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou:
Safe Optimal Control Using Stochastic Barrier Functions and Deep Forward-Backward SDEs. CoRR abs/2009.01196 (2020) - [i5]Ioannis Exarchos, Yifeng Jiang, Wenhao Yu, C. Karen Liu:
Policy Transfer via Kinematic Domain Randomization and Adaptation. CoRR abs/2011.01891 (2020) - [i4]Tianrong Chen, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou:
Multi-agent Deep FBSDE Representation For Large Scale Stochastic Differential Games. CoRR abs/2011.10890 (2020)
2010 – 2019
- 2019
- [j4]Ioannis Exarchos, Evangelos A. Theodorou, Panagiotis Tsiotras:
Stochastic Differential Games: A Sampling Approach via FBSDEs. Dyn. Games Appl. 9(2): 486-505 (2019) - [c5]Ziyi Wang, Keuntaek Lee, Marcus A. Pereira, Ioannis Exarchos, Evangelos A. Theodorou:
Deep Forward-Backward SDEs for Min-max Control. CDC 2019: 6807-6814 - [i3]Marcus Pereira, Ziyi Wang, Ioannis Exarchos, Evangelos A. Theodorou:
Neural Network Architectures for Stochastic Control using the Nonlinear Feynman-Kac Lemma. CoRR abs/1902.03986 (2019) - [i2]Ziyi Wang, Keuntaek Lee, Marcus A. Pereira, Ioannis Exarchos, Evangelos A. Theodorou:
Deep Forward-Backward SDEs for Min-max Control. CoRR abs/1906.04771 (2019) - 2018
- [j3]Ioannis Exarchos, Evangelos A. Theodorou:
Stochastic optimal control via forward and backward stochastic differential equations and importance sampling. Autom. 87: 159-165 (2018) - [j2]Ioannis Exarchos, Evangelos A. Theodorou, Panagiotis Tsiotras:
Stochastic L1-optimal control via forward and backward sampling. Syst. Control. Lett. 118: 101-108 (2018) - [c4]Harleen K. Brar, Ioannis Exarchos, Yunpeng Pan, Evangelos A. Theodorou, Babak Mahmoudi:
Seizure Reduction using Model Predictive Control. EMBC 2018: 3152-3155 - 2016
- [c3]Ioannis Exarchos, Evangelos A. Theodorou:
Learning optimal control via forward and backward stochastic differential equations. ACC 2016: 2155-2161 - [c2]Ioannis Exarchos, Evangelos A. Theodorou, Panagiotis Tsiotras:
Game-theoretic and risk-sensitive stochastic optimal control via forward and backward stochastic differential equations. CDC 2016: 6154-6160 - 2015
- [j1]Ioannis Exarchos, Panagiotis Tsiotras, Meir Pachter:
On the Suicidal Pedestrian Differential Game. Dyn. Games Appl. 5(3): 297-317 (2015) - [i1]Ioannis Exarchos, Evangelos A. Theodorou:
Learning Optimal Control via Forward and Backward Stochastic Differential Equations. CoRR abs/1509.02195 (2015) - 2014
- [c1]Ioannis Exarchos, Panagiotis Tsiotras:
An asymmetric version of the two car pursuit-evasion game. CDC 2014: 4272-4277
Coauthor Index
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